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MD RISHAD AHMED's Projects

data_science_blogs icon data_science_blogs

A repository to keep track of all the code that I end up writing for my blog posts.

kd-pytorch icon kd-pytorch

PyTorch implementation of "Distilling the Knowledge in a Neural Network"

knowledge-distillation-2 icon knowledge-distillation-2

Two ways of distilling knowledge in Neural networks is explored in this project. This project is part of the course DD2424, Deep Learning in Data Science.

lits_pytorch icon lits_pytorch

use pytorch to implement 3d unet for lits dataset to segmentation

python-is-easy icon python-is-easy

Code snippets and challenges for the "Python Is Easy" course, available at Pirple.com

pytorch-3dunet icon pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch-unet icon pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

teacher-student-training icon teacher-student-training

This repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.

unet-1 icon unet-1

3D-UNet for 3D medical volume segmentation by pytorch

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